Proof, not promises

The work, anonymized. The numbers, real.

Three engagements that show what “shipped, not theorized” means. Client names and product details are withheld; the scale, the methods, and the outcomes are not.

Premium German OEM

Conversational GenAI to 900K+ vehicles in six weeks

Ship the first production conversational GenAI feature to a live fleet on a fixed, weeks-long window — across five-plus org boundaries with no prior playbook.

900K+ vehicles activated in 6 weeks

genaiotaiviprogressive-rollout
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Premium German OEM

From utility app to $100M+ subscription platform

Turn a useful mobile utility into a paid consumer revenue platform across 1M+ connected vehicles — without breaking the experience customers already relied on.

$100M+ subscription platform

entitlementsfeature-flagscommerce
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Premium German OEM

Releases scaled 4 to 26 a year, cycle time cut 30%

Break a release-throughput bottleneck — four releases a year, slow and largely manual validation — without trading away the rigor a regulated environment demands.

Releases 4 → 26 / year

release-engineeringtest-automationqa
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Bring a problem like these.

Build-vs-buy, a rollout that stalled, a launch on a fixed window. One call tells you whether there's something here worth your time.

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